From Slice to Sequence: Autoregressive Tracking Transformer for Consistent 3D Lymph Node Detection in CT Scans [0.03%]
从切片到序列：自回归跟踪变换器在CT扫描中进行一致的三维淋巴结检测
Qinji Yu,Yirui Wang,Ke Yan et al.
Qinji Yu et al.
Lymph node (LN) assessment is an essential task in the routine radiology workflow, providing valuable insights for cancer staging and treatment planning. Identifying scatteredly-distributed and low-contrast LNs in 3D CT scans is highly chal...
Lesion detectability and masking disparity assessment in breast tomosynthesis across diverse populations using in-silico imaging trials [0.03%]
基于模拟影像试验的乳腺断层摄影术在不同人群中的病灶检出率和遮蔽效应差异评估
Bruno Barufaldi,Rodrigo B Vimieiro,Vincent Dong et al.
Bruno Barufaldi et al.
Breast density impacts cancer detection by masking tumors within fibroglandular tissue and there are disparities in screening outcomes across racial groups. However, it remains unclear whether these differences reflect inherent tissue chara...
DGPDT: Detection-Guided and Prompt-Driven Transformers for Automated and Generalizable Cobb Angle Estimation [0.03%]
基于检测和提示的变压器自动估计科布角及其通用性
Chih-Yi Lu,Chen-Hung Tu,Chun-Yi Hsieh et al.
Chih-Yi Lu et al.
Accurate Cobb angle measurement is essential for scoliosis assessment but remains labor-intensive and observer-dependent. We introduce DGPDT (Detection-Guided Prompt-driven Transformer), a unified transformer-based framework that integrates...
PathRWKV: Enhancing Whole Slide Image Inference with Asymmetric Recurrent Modeling [0.03%]
PathRWKV：使用非对称递归模型增强全滑动数字病理图像推理
Tianyi Zhang,Sicheng Chen,Borui Kang et al.
Tianyi Zhang et al.
Whole Slide Imaging (WSI) has become a gold standard in cancer diagnosis, inspecting multi-scale information from cellular to tissue levels. Processing an entire WSI directly is infeasible due to GPU memory constraints; thus, Multiple Insta...
Multi-view Chest X-Ray Vision-Language Pre-training via Semantic-Aware Masked Language Modeling and High-order Alignment [0.03%]
基于语义感知的掩码语言模型和高阶对齐的多视图胸部X光图像视觉-语言预训练
Lihong Qiao,Jingya Gong,Yucheng Shu et al.
Lihong Qiao et al.
Chest X-Ray Vision-Language pretraining (VLP) leverages large-scale radiograph-report pairs to develop joint image-text representations, demonstrating significant potential for medical image diagnosis. However, existing VLP approaches often...
Investigation of Drug Responses in 3D Tumor Spheroid Models Using Two-Photon Scanning Structured Illumination Super-Resolution Microscopy with Frequency-Specific Denoising Enhancement [0.03%]
基于频谱特异性降噪增强的双光子扫描结构照明超分辨显微镜在三维肿瘤球体模型药物响应研究中的应用
Meiting Wang,Xinran Li,Peng Du et al.
Meiting Wang et al.
Two-dimensional cell culture models have long been a cornerstone of biomedical research; however, they often fail to accurately replicate the in vivo environment. In recent years, three-dimensional (3D) cell cultures, particularly 3D sphero...
FoundDiff: Foundational Diffusion Model for Generalizable Low-Dose CT Denoising [0.03%]
FoundDiff：通用低剂量CT去噪基础扩散模型
Zhihao Chen,Qi Gao,Zilong Li et al.
Zhihao Chen et al.
Low-dose computed tomography (CT) denoising is crucial for reduced radiation exposure while ensuring diagnostically acceptable image quality. Despite significant advancements driven by deep learning (DL) in recent years, existing DL-based m...
Morphology-Preserving Holotomography: Quantitative Analysis of 3D Organoid Dynamics [0.03%]
保形全息层析成像技术：三维类器官动力学的定量分析
ChulMin Oh,Jimin Cho,Juyeon Park et al.
ChulMin Oh et al.
Organoids are three-dimensional (3D) in vitro models for studying tissue development, disease progression, and physiological responses. Holotomography (HT) enables long-term, label-free imaging of live organoids by reconstructing volumetric...
Self-supervised T2WI-bridged framework for liver segmentation and PDFF prediction from US images [0.03%]
自监督T2WI桥接框架：从US图像进行肝脏分割和PDFF预测
Dong Zhang,Qi Zeng,Septimiu E Salcudean et al.
Dong Zhang et al.
Proton Density Fat Fraction (PDFF) is the gold standard for non-invasive fatty liver diagnosis, but its reliance on Magnetic Resonance Imaging (MRI) limits broad clinical applicability. Motivated by the accessibility of B-mode Ultrasound (U...
Visualizing definitional divergence in high-dimensional data by manifold alignment: Application to 3D right ventricular strain computations [0.03%]
基于流形对齐的高维数据定义分歧可视化及其在右心室三维应变计算中的应用
Maxime Di Folco,Gabriel Bernardino,Patrick Clarysse et al.
Maxime Di Folco et al.
Medical imaging studies often rely on a single sample per subject, assuming it is representative of their physiological traits. However, variations in how input descriptors are defined or computed (e.g. due to a lack of consensus in the sci...